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Methods
1,047 machine learning components
A free and open resource that the community can edit and
contribute to
General
Stochastic Optimization
42 methods
5626 papers with code
Attention
41 methods
7186 papers with code
Activation Functions
38 methods
15447 papers with code
Regularization
38 methods
12197 papers with code
Normalization
29 methods
7114 papers with code
See all 57 categories
Computer Vision
Convolutional Neural Networks
91 methods
3019 papers with code
Image Model Blocks
79 methods
3909 papers with code
Generative Models
61 methods
4471 papers with code
Object Detection Models
45 methods
1076 papers with code
Image Feature Extractors
36 methods
74 papers with code
See all 46 categories
Natural Language Processing
Language Models
44 methods
2037 papers with code
Transformers
35 methods
4153 papers with code
Word Embeddings
11 methods
525 papers with code
Attention Patterns
6 methods
83 papers with code
Synthesized Attention Mechanisms
4 methods
4 papers with code
See all 17 categories
Reinforcement Learning
Policy Gradient Methods
20 methods
508 papers with code
Off-Policy TD Control
14 methods
799 papers with code
Q-Learning Networks
9 methods
278 papers with code
On-Policy TD Control
5 methods
34 papers with code
Eligibility Traces
4 methods
12 papers with code
See all 14 categories
Audio
Audio Model Blocks
11 methods
48 papers with code
Generative Audio Models
10 methods
189 papers with code
Text-to-Speech Models
7 methods
64 papers with code
Audio Artifact Removal
1 method
13 papers with code
Phase Reconstruction
1 method
41 papers with code
See all 9 categories
Sequential
Recurrent Neural Networks
30 methods
3569 papers with code
Sequence To Sequence Models
13 methods
522 papers with code
Temporal Convolutions
7 methods
149 papers with code
Time Series Analysis
5 methods
88 papers with code
Bidirectional Recurrent Neural Networks
3 methods
436 papers with code
See all 7 categories
Graphs
Graph Embeddings
19 methods
2130 papers with code
Graph Models
14 methods
441 papers with code